SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 1226–1250 of 4740 papers

TitleStatusHype
Audio Features Affected by Music Expressiveness—0
A Two-stage Framework for Compound Figure Separation—0
Customizable SCF Acquisition in Italian—0
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models—0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
An Analysis of Classification Approaches for Hit Song Prediction using Engineered Metadata Features with Lyrics and Audio Features—0
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation—0
DalGTM at SemEval-2016 Task 1: Importance-Aware Compositional Approach to Short Text Similarity—0
DAnIEL, parsimonious yet high-coverage multilingual epidemic surveillance (DAnIEL : Veille \'epid\'emiologique multilingue parcimonieuse) [in French]—0
DART: A Large Dataset of Dialectal Arabic Tweets—0
Data Augmentation for Biomedical Factoid Question Answering—0
Augmenting Course Material with Open Access Textbooks—0
Database-Augmented Query Representation for Information Retrieval—0
CSPLADE: Learned Sparse Retrieval with Causal Language Models—0
Database Search vs. Information Retrieval: A Novel Method for Studying Natural Language Querying of Semi-Structured Data—0
Data-Driven Pronunciation Modeling of Swiss German Dialectal Speech for Automatic Speech Recognition—0
Data-Driven Relevance Judgments for Ranking Evaluation—0
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers—0
A Two-Stage Approach for Computing Associative Responses to a Set of Stimulus Words—0
A Unified Architecture for Semantic Role Labeling and Relation Classification—0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing—0
Data Management Challenges for Internet-scale 3D Search Engines—0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports—0
Data representation methods and use of mined corpora for Indian language transliteration—0
Analyzing Stemming Approaches for Turkish Multi-Document Summarization—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified